IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v13y2021i11p6038-d563253.html
   My bibliography  Save this article

Ordering Artificial Intelligence Based Recommendations to Tackle the SDGs with a Decision-Making Model Based on Surveys

Author

Listed:
  • Sergio Alonso

    (Department of Software Engineering, Andalusian Research Institute in Data Science and Computational Intelligence (DaSCI), University of Granada, 18071 Granada, Spain)

  • Rosana Montes

    (Department of Software Engineering, Andalusian Research Institute in Data Science and Computational Intelligence (DaSCI), University of Granada, 18071 Granada, Spain)

  • Daniel Molina

    (Department of Computer Science and Artificial Intelligence, Andalusian Research Institute in Data Science and Computational Intelligence (DaSCI), University of Granada, 18071 Granada, Spain)

  • Iván Palomares

    (Department of Software Engineering, Andalusian Research Institute in Data Science and Computational Intelligence (DaSCI), University of Granada, 18071 Granada, Spain
    Department of Computer Science and Information Engineering, National Cheng Kung University, Tainan 70101, Taiwan)

  • Eugenio Martínez-Cámara

    (Department of Computer Science and Artificial Intelligence, Andalusian Research Institute in Data Science and Computational Intelligence (DaSCI), University of Granada, 18071 Granada, Spain)

  • Manuel Chiachio

    (Department of Structural Mechanics and Hydraulic Engineering, Andalusian Research Institute in Data Science and Computational Intelligence (DaSCI), University of Granada, 18071 Granada, Spain)

  • Juan Chiachio

    (Department of Structural Mechanics and Hydraulic Engineering, Andalusian Research Institute in Data Science and Computational Intelligence (DaSCI), University of Granada, 18071 Granada, Spain)

  • Francisco J. Melero

    (Department of Software Engineering, Andalusian Research Institute in Data Science and Computational Intelligence (DaSCI), University of Granada, 18071 Granada, Spain)

  • Pablo García-Moral

    (Faculty of Arts, University of Granada, 18071 Granada, Spain)

  • Bárbara Fernández

    (Ferrovial S.A., C/ Principe de Vergara 135, 28002 Madrid, Spain)

  • Cristina Moral

    (Ferrovial S.A., C/ Principe de Vergara 135, 28002 Madrid, Spain)

  • Rosario Marchena

    (Ferrovial S.A., C/ Principe de Vergara 135, 28002 Madrid, Spain)

  • Javier Pérez de Vargas

    (Royal Academy of Engineering of Spain (RAES), 28005 Madrid, Spain)

  • Francisco Herrera

    (Department of Computer Science and Artificial Intelligence, Andalusian Research Institute in Data Science and Computational Intelligence (DaSCI), University of Granada, 18071 Granada, Spain
    Royal Academy of Engineering of Spain (RAES), 28005 Madrid, Spain)

Abstract

The United Nations Agenda 2030 established 17 Sustainable Development Goals (SDGs) as a guideline to guarantee a sustainable worldwide development. Recent advances in artificial intelligence and other digital technologies have already changed several areas of modern society, and they could be very useful to reach these sustainable goals. In this paper we propose a novel decision making model based on surveys that ranks recommendations on the use of different artificial intelligence and related technologies to achieve the SDGs. According to the surveys, our decision making method is able to determine which of these technologies are worth investing in to lead new research to successfully tackle with sustainability challenges.

Suggested Citation

  • Sergio Alonso & Rosana Montes & Daniel Molina & Iván Palomares & Eugenio Martínez-Cámara & Manuel Chiachio & Juan Chiachio & Francisco J. Melero & Pablo García-Moral & Bárbara Fernández & Cristina Mor, 2021. "Ordering Artificial Intelligence Based Recommendations to Tackle the SDGs with a Decision-Making Model Based on Surveys," Sustainability, MDPI, vol. 13(11), pages 1-27, May.
    • Handle: RePEc:gam:jsusta:v:13:y:2021:i:11:p:6038-:d:563253
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/13/11/6038/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2071-1050/13/11/6038/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. United Nations UN, 2015. "Transforming our World: the 2030 Agenda for Sustainable Development," Working Papers id:7559, eSocialSciences.
    2. S. Alonso & E. Herrera-Viedma & F. Chiclana & F. Herrera, 2009. "Individual And Social Strategies To Deal With Ignorance Situations In Multi-Person Decision Making," International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 8(02), pages 313-333.
    3. Ricardo Vinuesa & Hossein Azizpour & Iolanda Leite & Madeline Balaam & Virginia Dignum & Sami Domisch & Anna Felländer & Simone Daniela Langhans & Max Tegmark & Francesco Fuso Nerini, 2020. "The role of artificial intelligence in achieving the Sustainable Development Goals," Nature Communications, Nature, vol. 11(1), pages 1-10, December.
    4. Matthew J Salganik & Karen E C Levy, 2015. "Wiki Surveys: Open and Quantifiable Social Data Collection," PLOS ONE, Public Library of Science, vol. 10(5), pages 1-17, May.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Angélica Pigola & Priscila Rezende da Costa & Luísa Cagica Carvalho & Luciano Ferreira da Silva & Cláudia Terezinha Kniess & Emerson Antonio Maccari, 2021. "Artificial Intelligence-Driven Digital Technologies to the Implementation of the Sustainable Development Goals: A Perspective from Brazil and Portugal," Sustainability, MDPI, vol. 13(24), pages 1-28, December.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Wilson, Christopher & van der Velden, Maja, 2022. "Sustainable AI: An integrated model to guide public sector decision-making," Technology in Society, Elsevier, vol. 68(C).
    2. Stéphanie Camaréna, 2021. "Engaging with Artificial Intelligence (AI) with a Bottom-Up Approach for the Purpose of Sustainability: Victorian Farmers Market Association, Melbourne Australia," Sustainability, MDPI, vol. 13(16), pages 1-28, August.
    3. Jaros³aw Brodny & Magdalena Tutak, 2023. "The level of implementing sustainable development goal "Industry, innovation and infrastructure" of Agenda 2030 in the European Union countries: Application of MCDM methods," Oeconomia Copernicana, Institute of Economic Research, vol. 14(1), pages 47-102, March.
    4. Kylie Clay & Lauren Cooper, 2022. "Safeguarding against Harm in a Climate-Smart Forest Economy: Definitions, Challenges, and Solutions," Sustainability, MDPI, vol. 14(7), pages 1-13, April.
    5. Walter Leal Filho & Peter Yang & João Henrique Paulino Pires Eustachio & Anabela Marisa Azul & Joshua C. Gellers & Agata Gielczyk & Maria Alzira Pimenta Dinis & Valerija Kozlova, 2023. "Deploying digitalisation and artificial intelligence in sustainable development research," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(6), pages 4957-4988, June.
    6. Solène Guenat & Phil Purnell & Zoe G. Davies & Maximilian Nawrath & Lindsay C. Stringer & Giridhara Rathnaiah Babu & Muniyandi Balasubramanian & Erica E. F. Ballantyne & Bhuvana Kolar Bylappa & Bei Ch, 2022. "Meeting sustainable development goals via robotics and autonomous systems," Nature Communications, Nature, vol. 13(1), pages 1-10, December.
    7. D’Amico, Gaspare & Arbolino, Roberta & Shi, Lei & Yigitcanlar, Tan & Ioppolo, Giuseppe, 2022. "Digitalisation driven urban metabolism circularity: A review and analysis of circular city initiatives," Land Use Policy, Elsevier, vol. 112(C).
    8. Angélica Pigola & Priscila Rezende da Costa & Luísa Cagica Carvalho & Luciano Ferreira da Silva & Cláudia Terezinha Kniess & Emerson Antonio Maccari, 2021. "Artificial Intelligence-Driven Digital Technologies to the Implementation of the Sustainable Development Goals: A Perspective from Brazil and Portugal," Sustainability, MDPI, vol. 13(24), pages 1-28, December.
    9. Cor A. Schipper & Gerben G.J. Dekker & Beer de Visser & Bas Bolman & Quirijn Lodder, 2021. "Characterization of SDGs towards Coastal Management: Sustainability Performance and Cross-Linking Consequences," Sustainability, MDPI, vol. 13(3), pages 1-33, February.
    10. Paulina Schiappacasse & Bernhard Müller & Le Thuy Linh, 2019. "Towards Responsible Aggregate Mining in Vietnam," Resources, MDPI, vol. 8(3), pages 1-15, August.
    11. Pina Puntillo, 2023. "Circular economy business models: Towards achieving sustainable development goals in the waste management sector—Empirical evidence and theoretical implications," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 30(2), pages 941-954, March.
    12. Schlör, Holger & Venghaus, Sandra & Hake, Jürgen-Friedrich, 2018. "The FEW-Nexus city index – Measuring urban resilience," Applied Energy, Elsevier, vol. 210(C), pages 382-392.
    13. Jean-Louis Combes & Alexandru Minea & Pegdéwendé Nestor Sawadogo, 2019. "Assessing the effects of combating illicit financial flows on domestic tax revenue mobilization in developing countries," CERDI Working papers halshs-02019073, HAL.
    14. Nelson, Ewan & Warren, Peter, 2020. "UK transport decoupling: On track for clean growth in transport?," Transport Policy, Elsevier, vol. 90(C), pages 39-51.
    15. Ibrahim Ari & Muammer Koc, 2018. "Sustainable Financing for Sustainable Development: Understanding the Interrelations between Public Investment and Sovereign Debt," Sustainability, MDPI, vol. 10(11), pages 1-25, October.
    16. R. Ebrahimi & S. Choobchian & H. Farhadian & I. Goli & E. Farmandeh & H. Azadi, 2022. "Investigating the effect of vocational education and training on rural women’s empowerment," Palgrave Communications, Palgrave Macmillan, vol. 9(1), pages 1-11, December.
    17. Benjamin Nölting & Bettina König & Anne B. Zimmermann & Antonietta Di Giulio & Martina Schäfer & Flurina Schneider, 2022. "Dealing with the COVID-19 pandemic: an opportunity to reflect on sustainability research," Sustainability Nexus Forum, Springer, vol. 30(1), pages 11-27, December.
    18. Rashmi Jaipal, 2017. "Psychology at the Crossroads," Psychology and Developing Societies, , vol. 29(2), pages 125-159, September.
    19. Bárbara Galleli & Elder Semprebon & Joyce Aparecida Ramos dos Santos & Noah Emanuel Brito Teles & Mateus Santos de Freitas-Martins & Raquel Teodoro da Silva Onevetch, 2021. "Institutional Pressures, Sustainable Development Goals and COVID-19: How Are Organisations Engaging?," Sustainability, MDPI, vol. 13(21), pages 1-21, November.
    20. Sagarika Dey & Priyanka Devi, 2019. "Impact of TVET on Labour Market Outcomes and Women’s Empowerment in Rural Areas: A Case Study from Cachar District, Assam," Indian Journal of Human Development, , vol. 13(3), pages 357-371, December.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jsusta:v:13:y:2021:i:11:p:6038-:d:563253. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.